Machine Learning Scientist

Newbridge; Singapore; On-site; SGD 80,000 - 130,000; Full time

Job summary

A leading AI platform company is seeking a Machine Learning Scientist to develop and deploy scalable machine learning models essential for their product ecosystem. This role requires collaboration with cross-functional teams to drive business growth and implement advanced techniques in machine learning, including deep learning and natural language processing. Ideal candidates should possess a PhD in a relevant field and demonstrate expertise in programming and machine learning frameworks.

Qualifications

• PhD in a relevant field focused on machine learning.
• Experience in machine learning or related fields.
• Strong programming skills in Python, Java, or C++.

Responsibilities

• Develop and deploy scalable machine learning models.
• Work with large datasets to identify trends and create features.
• Collaborate with product and engineering teams.

Skills

Python

Java

C++

Deep learning

Natural language processing

Collaborative filtering

Education

PhD in Computer Science, Statistics, or related field

Tools

TensorFlow

PyTorch

Scikit-learn

Job description

Our client is leading AI platform company (MNC) growing in Singapore.

As a Machine Learning Scientist, you'll work on developing and deploying machine learning models that power recommendation systems, content understanding, and other core products. You'll collaborate with cross-functional teams to identify business opportunities, design experiments, and drive business growth.

Responsibilities

• Develop and deploy scalable machine learning models using techniques such as deep learning, natural language processing, and collaborative filtering
• Work with large datasets to identify trends, create features, and train models
• Collaborate with product and engineering teams to integrate models into production systems
• Design and execute experiments to measure model performance and drive business impact
• Stay up-to-date with the latest machine learning research and technologies

Requirements

• PhD in Computer Science, Statistics, or related field with focus on machine learning
• Experience in machine learning or related field
• Strong programming skills in Python, Java, or C++
• Experience with machine learning frameworks such as TensorFlow, PyTorch, or Scikit-learn
• Strong understanding of statistical concepts and machine learning algorithms

Nice to Have

• Experience with large-scale data processing and storage systems
• Knowledge of recommendation systems and personalization algorithms
• Experience with cloud-based technologies such as AWS or GCP